Motif 3 (Beta) vs Motif 3
Humanity's Last Exam Humanity's Last Exam: Very hard expert questions across many fields, written to stump today’s models
Motif 3 (Beta)40.4
Motif 337
| Benchmark | Motif 3 (Beta) | Motif 3 |
|---|---|---|
| Humanity's Last Exam | 40.4 | 37 |
Specs
| Spec | Motif 3 (Beta) | Motif 3 |
|---|---|---|
| Input, per 1M | — | !$0.50 |
| Output, per 1M | — | !$2 |
| Context | 262K | 262K |
| Weights | Closed | Open |
| Released | Jul 2026 | Aug 2026 |
| Memory (4-bit) | — | 189 GB |
| Licence | — | MIT |
| Commercial use | — | Allowed |
| See images | — | — |
| Read PDFs | ? | — |
| Hear audio | — | — |
| Watch video | — | — |
| Call tools | ? | ✓ |
| Force a tool call | ? | ? |
| Return strict JSON | ? | Partial |
| Search the web | ? | ? |
| Run code | ? | ? |
| Use a computer | ? | ? |
What breaks when you switch
Motif 3 (Beta) → Motif 3
Nothing known.
Motif 3 → Motif 3 (Beta)
Nothing known.